-
Notifications
You must be signed in to change notification settings - Fork 0
/
_o_d_face_recognizer_8h_source.html
284 lines (284 loc) · 39.6 KB
/
_o_d_face_recognizer_8h_source.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
<!-- HTML header for doxygen 1.8.6-->
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<link rel="shortcut icon" type="image/x-icon" href="odlogo_small.ico" />
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=9"/>
<meta name="generator" content="Doxygen 1.8.6"/>
<meta name="keywords" content="object detection, object recognition, detection, recognition, vision, computer vision, image processing, point cloud, opens ource"/>
<meta name="description" content="Open Detection, OD, is a standalone open source project for object detection and recognition in images and 3D point clouds."/>
<meta name="author" content="Kripasindhu Sarkar"/>
<title>Open Detection: /home/sarkar/opendetection/detectors/global2D/ODFaceRecognizer.h Source File</title>
<link rel="stylesheet" href="http://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.3/jquery.min.js"></script>
<script src="http://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/js/bootstrap.min.js"></script>
<style>
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
width: 70%;
margin: auto;
}
</style>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="jquery.js"></script>
<script type="text/javascript" src="dynsections.js"></script>
<link href="navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="resize.js"></script>
<script type="text/javascript" src="navtree.js"></script>
<script type="text/javascript">
$(document).ready(initResizable);
$(window).load(resizeHeight);
</script>
<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="search/search.js"></script>
<script type="text/javascript">
$(document).ready(function() {
if ($('.searchresults').length > 0) { searchBox.DOMSearchField().focus(); }
});
</script>
<link rel="search" href="search-opensearch.php?v=opensearch.xml" type="application/opensearchdescription+xml" title="Open Detection"/>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
<link href="customdoxygen.css" rel="stylesheet" type="text/css"/>
</head>
<body>
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
<div id="titlearea">
<table cellspacing="0" cellpadding="0">
<tbody>
<tr style="height: 56px;">
<td style="padding-left: 0.5em;">
<div id="projectname">Open Detection
 <span id="projectnumber">1.0</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.6 -->
<script type="text/javascript">
var searchBox = new SearchBox("searchBox", "search",false,'Search');
</script>
<div id="navrow1" class="tabs">
<ul class="tablist">
<li><a href="index.html"><span>OD</span></a></li>
<li><a href="tutorial_root.html"><span>User Guide</span></a></li>
<li class="current"><a href="usergroup0.html"><span>API Documentation</span></a></li>
<li><a href="idea_list_gsoc2017.html"><span>GSoC 2017 Ideas</span></a></li>
<li><a href="usergroup1.html"><span>GSoC16</span></a></li>
<li><a href="installation_instruction.html"><span>Downloads</span></a></li>
<li>
<div id="MSearchBox" class="MSearchBoxInactive">
<div class="left">
<form id="FSearchBox" action="search.php" method="get">
<img id="MSearchSelect" src="search/mag.png" alt=""/>
<input type="text" id="MSearchField" name="query" value="Search" size="20" accesskey="S"
onfocus="searchBox.OnSearchFieldFocus(true)"
onblur="searchBox.OnSearchFieldFocus(false)"/>
</form>
</div><div class="right"></div>
</div>
</li>
</ul>
</div>
<div id="navrow2" class="tabs2">
<ul class="tablist">
<li><a href="namespaces.html"><span>Namespace List</span></a></li>
<li><a href="annotated.html"><span>Class List</span></a></li>
<li><a href="examples.html"><span>Examples</span></a></li>
</ul>
</div>
</div><!-- top -->
<div id="side-nav" class="ui-resizable side-nav-resizable">
<div id="nav-tree">
<div id="nav-tree-contents">
<div id="nav-sync" class="sync"></div>
</div>
</div>
<div id="splitbar" style="-moz-user-select:none;"
class="ui-resizable-handle">
</div>
</div>
<script type="text/javascript">
$(document).ready(function(){initNavTree('_o_d_face_recognizer_8h_source.html','');});
</script>
<div id="doc-content">
<div class="header">
<div class="headertitle">
<div class="title">ODFaceRecognizer.h</div> </div>
</div><!--header-->
<div class="contents">
<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">Copyright (c) 2015, Kripasindhu Sarkar</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">All rights reserved.</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"></span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment">Redistribution and use in source and binary forms, with or without</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment">modification, are permitted provided that the following conditions are met:</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * Redistributions of source code must retain the above copyright</span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> notice, this list of conditions and the following disclaimer.</span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * Redistributions in binary form must reproduce the above copyright</span></div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> notice, this list of conditions and the following disclaimer in the</span></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> documentation and/or other materials provided with the distribution.</span></div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * Neither the name of the copyright holder(s) nor the</span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> names of its contributors may be used to endorse or promote products</span></div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> derived from this software without specific prior written permission.</span></div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"></span></div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment">THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND</span></div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment">ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED</span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment">WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE</span></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment">DISCLAIMED. IN NO EVENT SHALL COPYRIGHT HOLDER BE LIABLE FOR ANY</span></div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment">DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES</span></div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment">(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;</span></div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment">LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND</span></div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment">ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT</span></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="comment">(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="comment">SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment">*/</span><span class="comment">//</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment">// Created by sarkar on 16.06.15.</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment">//</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#ifndef OPENDETECTION_ODPOINTCLOUDGLOBALMATCHING_H</span></div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor"></span><span class="preprocessor">#define OPENDETECTION_ODPOINTCLOUDGLOBALMATCHING_H</span></div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor"></span></div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include <common/pipeline/ODDetector.h></span></div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include <common/pipeline/ODTrainer.h></span></div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include <common/utils/utils.h></span></div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "opencv2/core.hpp"</span></div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include "opencv2/face.hpp"</span></div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "opencv2/highgui.hpp"</span></div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include "opencv2/imgproc.hpp"</span></div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include "opencv2/objdetect.hpp"</span></div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span> </div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">namespace </span>od</div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span> {</div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="keyword">namespace </span>g2d</div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  {</div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="comment"></span></div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="comment"> /** \brief A facerecognizer based on EigenFace and FischerFace algorithms.</span></div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="comment"> *</span></div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="comment"> * Currently it just supports detection on fixed scene (detect()) and does not support multiscale detection. This is due to the fact that class for cascade classifier -</span></div>
<div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="comment"> * ODCascadeDetector supports multiscale detection and can be easily integrated with this recognizer - first by finding face using the Cascade and then applying this recognizer on that detected window.</span></div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="comment"> * This is faster than trying to perform recognition on each multiscale window.</span></div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="comment"> *</span></div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="comment"> * \author Kripasindhu Sarkar</span></div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="comment"> *</span></div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="comment"> */</span></div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div>
<div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html"> 61</a></span>  <span class="keyword">class </span><a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html">ODFaceRecognizer</a> : <span class="keyword">public</span> <a class="code" href="classod_1_1_object_detector.html">ObjectDetector</a></div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">public</span>:</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a67a46cf73c9d8d3608676a26072ca358">OD_DEFINE_ENUM_WITH_STRING_CONVERSIONS</a>(FaceRecogType, (OD_FACE_FISCHER)(OD_FACE_EIGEN))</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div>
<div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a71ab80b65292df3caaa9f41123046183"> 67</a></span>  <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html">ODFaceRecognizer</a>(FaceRecogType recogtype = OD_FACE_EIGEN, <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a09920592e9726233aac2e9c9901ef7f2">num_components</a> = 0, <span class="keywordtype">double</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a71ab80b65292df3caaa9f41123046183">threshold</a> = DBL_MAX)</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  : <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">recogtype_</a>(recogtype), <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">num_components_</a>(num_components), <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">threshold_</a>(<a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a71ab80b65292df3caaa9f41123046183">threshold</a>), <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5b06690b42d67231c89d412e296087c7">im_height_</a>(0), <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a2b372744c10fe9df1165da453aaed670">im_width_</a>(0)</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  {</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <a class="code" href="classod_1_1_object_detector.html#a65b4bafd115d22714717acdb54d10d36">TRAINED_DATA_IDENTIFIER_</a> = <span class="stringliteral">"FACERECOG"</span>;</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <a class="code" href="classod_1_1_object_detector.html#a83f1319a1ddcf84dd40bf3c2f7534421">TRAINED_DATA_EXT_</a> = <span class="stringliteral">"facerec.xml"</span>;</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  }</div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordtype">void</span> <a class="code" href="classod_1_1_object_detector.html#ad5ff0fe0347ef361d5c358c1815fd9b1">init</a>();</div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordtype">void</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a1652275d6356336664c4b0b344fee57a">initTrainer</a>();</div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span> </div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordtype">void</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#af3c1928fa37ab761d1e0d5c555458dfe">initDetector</a>();</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span> </div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#ac2994bfb1ae30ddd29033fa02f1f9b4c">train</a>();</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <a class="code" href="classod_1_1_o_d_detections.html">ODDetections</a> *<a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a157872af2bddfda5f79696b2f5fcb2cd">detect</a>(<a class="code" href="classod_1_1_o_d_scene_image.html">ODSceneImage</a> *scene);</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span> </div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span> </div>
<div class="line"><a name="l00085"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a9f5acc2813f85f002b5622c61ee04751"> 85</a></span>  FaceRecogType <span class="keyword">const</span> &<a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a9f5acc2813f85f002b5622c61ee04751">getRecogtype</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keywordflow">return</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">recogtype_</a>;</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  }</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span> </div>
<div class="line"><a name="l00090"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a6e272b75ac2a340705079c45c0024633"> 90</a></span>  <span class="keywordtype">void</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a6e272b75ac2a340705079c45c0024633">setRecogtype</a>(FaceRecogType <span class="keyword">const</span> &<a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">recogtype_</a>)</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  {</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">ODFaceRecognizer::recogtype_</a> = <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">recogtype_</a>;</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  }</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span> </div>
<div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a570c599c642ea886704fb3f01a6d2988"> 95</a></span>  <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a570c599c642ea886704fb3f01a6d2988">getThreshold</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="keywordflow">return</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">threshold_</a>;</div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  }</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div>
<div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a0c821e6854319a167fb5dc54b380b4ce"> 100</a></span>  <span class="keywordtype">void</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a0c821e6854319a167fb5dc54b380b4ce">setThreshold</a>(<span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">threshold_</a>)</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  {</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">ODFaceRecognizer::threshold_</a> = <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">threshold_</a>;</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  }</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div>
<div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#acea330088fced3302a2c4acd40827778"> 105</a></span>  <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#acea330088fced3302a2c4acd40827778">getNumComponents</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="keyword"> </span>{</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keywordflow">return</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">num_components_</a>;</div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  }</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span> </div>
<div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a712e3a272d0b2e93b42f796f0157a372"> 110</a></span>  <span class="keywordtype">void</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a712e3a272d0b2e93b42f796f0157a372">setNumComponents</a>(<span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">num_components_</a>)</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  {</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">ODFaceRecognizer::num_components_</a> = <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">num_components_</a>;</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  }</div>
<div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div>
<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keyword">protected</span>:</div>
<div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#af177f142f3e35902e039ce7facf88a21"> 116</a></span>  cv::Ptr<cv::face::FaceRecognizer> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#af177f142f3e35902e039ce7facf88a21">cvrecognizer_</a>;</div>
<div class="line"><a name="l00117"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35"> 117</a></span>  FaceRecogType <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">recogtype_</a>;</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div>
<div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a2b372744c10fe9df1165da453aaed670"> 119</a></span>  <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a2b372744c10fe9df1165da453aaed670">im_width_</a>;</div>
<div class="line"><a name="l00120"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5b06690b42d67231c89d412e296087c7"> 120</a></span>  <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5b06690b42d67231c89d412e296087c7">im_height_</a>;</div>
<div class="line"><a name="l00121"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158"> 121</a></span>  <span class="keywordtype">int</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">num_components_</a>;</div>
<div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951"> 122</a></span>  <span class="keywordtype">double</span> <a class="code" href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">threshold_</a>;</div>
<div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div>
<div class="line"><a name="l00124"></a><span class="lineno"> 124</span> </div>
<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="keyword">private</span>:</div>
<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="keyword">static</span> <span class="keywordtype">void</span> read_csv(<span class="keyword">const</span> std::string &filename, std::vector<cv::Mat> &images, std::vector<int> &labels, <span class="keywordtype">char</span> separator = <span class="charliteral">';'</span>);</div>
<div class="line"><a name="l00127"></a><span class="lineno"> 127</span> </div>
<div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  };<span class="comment"></span></div>
<div class="line"><a name="l00129"></a><span class="lineno"> 129</span> <span class="comment"> /** \example objectdetector/od_image_facerecog.cpp</span></div>
<div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="comment"> */</span></div>
<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  }</div>
<div class="line"><a name="l00132"></a><span class="lineno"> 132</span> }</div>
<div class="line"><a name="l00133"></a><span class="lineno"> 133</span> <span class="preprocessor">#endif //OPENDETECTION_ODPOINTCLOUDGLOBALMATCHING_H</span></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a0c821e6854319a167fb5dc54b380b4ce"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a0c821e6854319a167fb5dc54b380b4ce">od::g2d::ODFaceRecognizer::setThreshold</a></div><div class="ttdeci">void setThreshold(int threshold_)</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00100">ODFaceRecognizer.h:100</a></div></div>
<div class="ttc" id="classod_1_1_object_detector_html_ad5ff0fe0347ef361d5c358c1815fd9b1"><div class="ttname"><a href="classod_1_1_object_detector.html#ad5ff0fe0347ef361d5c358c1815fd9b1">od::ObjectDetector::init</a></div><div class="ttdeci">virtual void init()=0</div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a570c599c642ea886704fb3f01a6d2988"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a570c599c642ea886704fb3f01a6d2988">od::g2d::ODFaceRecognizer::getThreshold</a></div><div class="ttdeci">int getThreshold() const </div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00095">ODFaceRecognizer.h:95</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a71ab80b65292df3caaa9f41123046183"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a71ab80b65292df3caaa9f41123046183">od::g2d::ODFaceRecognizer::threshold</a></div><div class="ttdeci">int double threshold</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00067">ODFaceRecognizer.h:67</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a30c319923fdb9d4f17a490ae8f1cd158"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a30c319923fdb9d4f17a490ae8f1cd158">od::g2d::ODFaceRecognizer::num_components_</a></div><div class="ttdeci">int num_components_</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00121">ODFaceRecognizer.h:121</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a6e272b75ac2a340705079c45c0024633"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a6e272b75ac2a340705079c45c0024633">od::g2d::ODFaceRecognizer::setRecogtype</a></div><div class="ttdeci">void setRecogtype(FaceRecogType const &recogtype_)</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00090">ODFaceRecognizer.h:90</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_ac2994bfb1ae30ddd29033fa02f1f9b4c"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#ac2994bfb1ae30ddd29033fa02f1f9b4c">od::g2d::ODFaceRecognizer::train</a></div><div class="ttdeci">int train()</div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a1652275d6356336664c4b0b344fee57a"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a1652275d6356336664c4b0b344fee57a">od::g2d::ODFaceRecognizer::initTrainer</a></div><div class="ttdeci">void initTrainer()</div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html">od::g2d::ODFaceRecognizer</a></div><div class="ttdoc">A facerecognizer based on EigenFace and FischerFace algorithms. </div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00061">ODFaceRecognizer.h:61</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a712e3a272d0b2e93b42f796f0157a372"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a712e3a272d0b2e93b42f796f0157a372">od::g2d::ODFaceRecognizer::setNumComponents</a></div><div class="ttdeci">void setNumComponents(int num_components_)</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00110">ODFaceRecognizer.h:110</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a5cb516b9e85b98fdd1ae4bfeb575e951"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5cb516b9e85b98fdd1ae4bfeb575e951">od::g2d::ODFaceRecognizer::threshold_</a></div><div class="ttdeci">double threshold_</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00122">ODFaceRecognizer.h:122</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a67a46cf73c9d8d3608676a26072ca358"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a67a46cf73c9d8d3608676a26072ca358">od::g2d::ODFaceRecognizer::OD_DEFINE_ENUM_WITH_STRING_CONVERSIONS</a></div><div class="ttdeci">OD_DEFINE_ENUM_WITH_STRING_CONVERSIONS(FaceRecogType,(OD_FACE_FISCHER)(OD_FACE_EIGEN)) ODFaceRecognizer(FaceRecogType recogtype</div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a9f5acc2813f85f002b5622c61ee04751"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a9f5acc2813f85f002b5622c61ee04751">od::g2d::ODFaceRecognizer::getRecogtype</a></div><div class="ttdeci">FaceRecogType const & getRecogtype() const </div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00085">ODFaceRecognizer.h:85</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a2b372744c10fe9df1165da453aaed670"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a2b372744c10fe9df1165da453aaed670">od::g2d::ODFaceRecognizer::im_width_</a></div><div class="ttdeci">int im_width_</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00119">ODFaceRecognizer.h:119</a></div></div>
<div class="ttc" id="classod_1_1_object_detector_html_a83f1319a1ddcf84dd40bf3c2f7534421"><div class="ttname"><a href="classod_1_1_object_detector.html#a83f1319a1ddcf84dd40bf3c2f7534421">od::ObjectDetector::TRAINED_DATA_EXT_</a></div><div class="ttdeci">std::string TRAINED_DATA_EXT_</div><div class="ttdef"><b>Definition:</b> <a href="_object_detector_8h_source.html#l00211">ObjectDetector.h:211</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a157872af2bddfda5f79696b2f5fcb2cd"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a157872af2bddfda5f79696b2f5fcb2cd">od::g2d::ODFaceRecognizer::detect</a></div><div class="ttdeci">ODDetections * detect(ODSceneImage *scene)</div></div>
<div class="ttc" id="classod_1_1_o_d_scene_image_html"><div class="ttname"><a href="classod_1_1_o_d_scene_image.html">od::ODSceneImage</a></div><div class="ttdoc">Class for Image Scene. </div><div class="ttdef"><b>Definition:</b> <a href="_o_d_scene_8h_source.html#l00069">ODScene.h:69</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_af177f142f3e35902e039ce7facf88a21"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#af177f142f3e35902e039ce7facf88a21">od::g2d::ODFaceRecognizer::cvrecognizer_</a></div><div class="ttdeci">cv::Ptr< cv::face::FaceRecognizer > cvrecognizer_</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00116">ODFaceRecognizer.h:116</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_aab1d680bfdaf0f2817538e36b51adc35"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#aab1d680bfdaf0f2817538e36b51adc35">od::g2d::ODFaceRecognizer::recogtype_</a></div><div class="ttdeci">FaceRecogType recogtype_</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00117">ODFaceRecognizer.h:117</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_af3c1928fa37ab761d1e0d5c555458dfe"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#af3c1928fa37ab761d1e0d5c555458dfe">od::g2d::ODFaceRecognizer::initDetector</a></div><div class="ttdeci">void initDetector()</div></div>
<div class="ttc" id="classod_1_1_object_detector_html_a65b4bafd115d22714717acdb54d10d36"><div class="ttname"><a href="classod_1_1_object_detector.html#a65b4bafd115d22714717acdb54d10d36">od::ObjectDetector::TRAINED_DATA_IDENTIFIER_</a></div><div class="ttdeci">std::string TRAINED_DATA_IDENTIFIER_</div><div class="ttdef"><b>Definition:</b> <a href="_object_detector_8h_source.html#l00211">ObjectDetector.h:211</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_acea330088fced3302a2c4acd40827778"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#acea330088fced3302a2c4acd40827778">od::g2d::ODFaceRecognizer::getNumComponents</a></div><div class="ttdeci">int getNumComponents() const </div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00105">ODFaceRecognizer.h:105</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a5b06690b42d67231c89d412e296087c7"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a5b06690b42d67231c89d412e296087c7">od::g2d::ODFaceRecognizer::im_height_</a></div><div class="ttdeci">int im_height_</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00120">ODFaceRecognizer.h:120</a></div></div>
<div class="ttc" id="classod_1_1g2d_1_1_o_d_face_recognizer_html_a09920592e9726233aac2e9c9901ef7f2"><div class="ttname"><a href="classod_1_1g2d_1_1_o_d_face_recognizer.html#a09920592e9726233aac2e9c9901ef7f2">od::g2d::ODFaceRecognizer::num_components</a></div><div class="ttdeci">int num_components</div><div class="ttdef"><b>Definition:</b> <a href="_o_d_face_recognizer_8h_source.html#l00067">ODFaceRecognizer.h:67</a></div></div>
<div class="ttc" id="classod_1_1_object_detector_html"><div class="ttname"><a href="classod_1_1_object_detector.html">od::ObjectDetector</a></div><div class="ttdoc">This is the main class for object detection and recognition. </div><div class="ttdef"><b>Definition:</b> <a href="_object_detector_8h_source.html#l00140">ObjectDetector.h:140</a></div></div>
<div class="ttc" id="classod_1_1_o_d_detections_html"><div class="ttname"><a href="classod_1_1_o_d_detections.html">od::ODDetections</a></div><div class="ttdoc">The container class for ODDetection. </div><div class="ttdef"><b>Definition:</b> <a href="_o_d_detection_8h_source.html#l00275">ODDetection.h:275</a></div></div>
</div><!-- fragment --></div><!-- contents -->
</div><!-- doc-content -->
<!-- HTML footer for doxygen 1.8.6-->
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="dir_d5b1bec2c78dd22ca1e7668251a571ad.html">detectors</a></li><li class="navelem"><a class="el" href="dir_864fd1d43a774d6fa0017aff9128fdd0.html">global2D</a></li><li class="navelem"><b>ODFaceRecognizer.h</b></li>
<li class="footer">Send your queries <a href="mailto:[email protected]?Subject=OpenDetection" target="_top">here</a>.</li>
</ul>
</div>
</body>
</html>